Trace every prediction request made to a Flowise chatflow by wrapping the REST API calls in manual OpenTelemetry spans. Flowise is an open-source drag-and-drop LLM flow builder. This integration instruments a Python client that calls the Flowise prediction API and…
The harness scores four things. Each maps to a failure you can feel in a real chat, and each has a cheap rule-based check so you do not need a human or a judge model for the first pass. The…
Integrate BigQuery built-in AI functions into your BigQuery DataFrames workflow. The bigframes.bigquery.ai module provides a Pythonic interface to leverage BigQuery ML’s generative AI and predictive functions directly on BigQuery DataFrames and Series objects. These functions enable you to…
Novita AI Fetch the complete documentation index at: /llms.txt 13 models, including openai/gpt-oss-120b and meta-llama/llama-3.3-70b-instruct, will be retired at 16:00 UTC on Nov 26, 2026. View the deprecation notice
We show this table for reference; we do not rank on it. Read with care: most rows are provider self-reports. Row statuses come from the verification registry; saturation and freshness from the benchmark lifecycle. A provider self-report is displayable evidence,…
Once the filters have left a list of deployments that may serve a request, a strategy picks one. Routing groups let different model groups use different strategies, and sub-routers decide which model group a request should go to before any…
Changing a filter reloads the changelog. Enable AI agents to interact with your Sanity workspace through the Model Context Protocol (MCP). App lookups by slug and custom API hosts Studio workflow improvements, and bug fixes Ask me anything about the…
Open Teams → Create Team. Expand Agent Settings, select the Allowed Agents, and create the team. To reuse an agent list across teams, assign an access group. Open Virtual Keys → Create New Key. Name the key and select its team. Under…
LiteLLM These go in a deployment's litellm_params (some also in model_info) and win over the router-wide value. From litellm/constants.py. Each can be overridden with the environment variable of the same name. One API for every model, in your code or…
The langchain vs langgraph question has a different answer in November 2026 than it did a year ago. LangChain’s standard create_agent API is now built on LangGraph, which means you no longer choose one library over the other. You choose which layer…
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